{"id":"W2019629472","doi":"10.1007/s00125-011-2421-0","title":"How the immunoassay transformed C-peptide from a duckling into a swan","year":2012,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Albert Einstein College of Medicine, Yeshiva University; Karolinska Institutet; Linköpings Universitet; York University; University of South Florida; Yeshiva University; Weill Cornell Medical College; Russell Berrie Foundation; National Institutes of Health; Wayne State University","keywords":"C-peptide; Immunoassay; Peptide; Insulin; Diabetes mellitus; Beta cell; Medicine; Endocrinology; Internal medicine; Biology; Immunology; Biochemistry; Antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126518,0.0004725631,0.00028132,0.0004577518,0.0003210029,0.001328484,0.0003210865,0.0006936709,0.001762161],"category_scores_gemma":[0.0007171578,0.0003691864,0.0004605984,0.0001976535,0.000514044,0.0005901685,0.0005283663,0.001525118,0.001276221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267117,"about_ca_system_score_gemma":0.0005003802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693181,"about_ca_topic_score_gemma":0.003051024,"domain_scores_codex":[0.9995953,0.00005788855,0.00002977007,0.0001498315,0.0000843624,0.00008285244],"domain_scores_gemma":[0.9995815,0.0001442263,0.00004222294,0.00006925918,0.0001036636,0.00005912949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004443743,0.00002783015,0.001075734,0.0000215804,0.000008574174,0.0002077181,0.00007802985,0.0001083603,0.991967,0.0006891764,0.0001335731,0.005637952],"study_design_scores_gemma":[0.000004846696,0.00008072473,0.002147216,0.000005480044,0.00001542679,0.0004292127,0.0001400631,0.002430129,0.9899644,0.0002555279,0.004510159,0.00001679453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8937344,0.000342588,0.08900429,0.001072137,0.001125934,0.0001781776,0.0004130256,0.0008444152,0.01328497],"genre_scores_gemma":[0.8801046,0.000358466,0.08634021,0.0005984604,0.00004335673,0.00005690017,0.0006090865,0.0004202024,0.03146883],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003693181,"threshold_uncertainty_score":0.007343411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007491585864988119,"score_gpt":0.2152126986606549,"score_spread":0.2077211127956668,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}